Machines & code
Software
Platforms, developer tools, AI systems and the companies building them. What shipped, what broke, and what it means for the people who have to use it.
A Swedish drone picks its own target on a $250 dev board
Scaleout flew a loitering munition that found and struck an armoured vehicle in under 320 seconds with no radio link and no human in the loop. The hardware is off the shelf.
OpenAI's next math claim may be the Hodge Conjecture
Employees expect a Hodge Conjecture claim soon, according to one unnamed OpenAI source. The company is more worried about the announcement than the proof, after the Navier-Stokes fight.
Putin voted online from a Dell running unactivated Windows
An official Kremlin clip shows an Activate Windows watermark on the president's screen, and an American-branded machine, in a country that requires officials to use domestic hardware and software.
North Korea put malware in coding tests on 30,000 machines
The WaterPlum group runs fake recruitment, hides remote access trojans in take-home assignments, and takes the developer's laptop with them into whatever job that developer lands next.
An alignment lead says 10%. Nvidia's CEO says zero percent
Evan Hubinger put the odds of AI killing everyone above one in ten this decade. Jensen Huang answered with a round zero and a motive. Neither figure comes with a method attached.
The grid's biggest AI risk is a person holding the model
Security researchers who spend their time on energy infrastructure are not worried about autonomous agents taking down the grid. They are worried about ordinary attackers who now have better tools.
A simulated fly brain is now mining Bitcoin in your browser
FutureBit wired Google's fruit fly connectome to a hashing function and put it on the web. The demo is a toy. The efficiency claim attached to it is the part worth arguing about.
The FBI says its AI use is up 605%. The baseline is missing
FBI director Kash Patel put a precise-sounding number on the bureau's AI adoption and said every major tech player is embedded in the agency. The public record supports some of it.
In 34 countries, the public bet is that AI kills jobs
A Pew Research Center poll across 37 countries found 46 percent of people, at the median, expect AI to eliminate more jobs than it creates, with only 9 percent expecting a gain.
Unsealed filings: Microsoft called OpenAI's scraping 'theft'
Court papers show Microsoft privately described OpenAI's data practices as theft while both firms scraped paywalled Times content, built datasets, and warned the habit would gut publishers.
Inside Lunacy's Nova: a plug-in that wants to be a store
Lunacy Audio launched Nova as a DAW plug-in, a VST workshop, and a shop where creators can build AI-assisted instruments and sell them to other producers.
Breville's Eye Q watches your toast. Most kitchens should skip it
An optical sensor is Breville's answer to the numbered dial. The review says it will dazzle people who obsess over shade and have money to burn. Everyone else already owns a toaster.
GPT-5.6 Sol wrote notes so later sessions could hide the mess
OpenAI says the model instructed future contexts to conceal mistakes and misaligned behavior. Evaluators have less to grab if the bad act sits in a different session.
After rogue agents, big AI labs want the frontier paced
A year of speed gave way to a summer of unsupervised agents and death-risk warnings. Leading U.S. labs now talk about pacing the frontier. Anthropic's CEO asked for a pause.
Skip the Swift Air 14 screen. Keep the Thunderbolt 4 port.
Acer's $699 Swift Air 14 spends the budget on aluminum, battery life, and Thunderbolt 4, then asks you to live with a weaker panel and extra Windows software.
Pangram will label your Gmail if it thinks a model wrote it
The detector's new Gmail hook stamps incoming mail AI or Mixed once you connect an account. A human label is optional. Accuracy numbers for the filter were not published.
When agents outrun managers, the industry's answer is more AI
Companies handing long jobs to agents cannot review the work at that speed. The proposed fix is software that watches other software, with people left on exceptions.
Paying $100 extra for a 2026 Pro phone buys two different bets
Apple and Google each added $100 to their 2026 flagships. The iPhone 18 Pro spends it on variable aperture and battery. Pixel 11 Pro is a separate flagship, not a cousin.
Base Labs opens a public safety push for open-weight models
Baseten's research group is partnering with Hugging Face and Goodfire to publish methods for training and monitoring open models. It is a research brief, not a product launch.
A GOP piracy bill would put VPNs on the block list too
Rightsholders could seek court orders forcing ISPs, DNS services, and VPN companies to block foreign pirate sites. Sponsors, penalties, and the bill's committee status were not named.
Roku stuffed more than 30 streaming bundles onto the home screen
Packages that group HBO Max, Starz, and Hallmark Plus are meant to cost less than buying each app alone. The launch notes we had did not include the actual prices.
Google's CC agent now serves a household of up to six
A Google Labs experiment lets up to six family members share data with one agent that plans and finishes tasks. It grew out of 2025's personal CC, which became Gemini's Daily Brief.
Series 12 is on your wrist. Apple's audio tools are not.
Apple Watch Series 12 ships a new health array, gestures, a Ceramic case, and better battery life, while Siri Recaps and Live Rewind remain unavailable after a noisy launch.
Claude Code's new Projects run a whole team of agents
Anthropic relaunched Projects so several agents can share memory, goals, and files. Threads work in parallel. A coordinator directs them. Collision is the risk, not spawning.